Matrix and Tensor Completion for Background Model Initialization

A collection of tensor completion algorithms

MATLAB code for the coarray tensor completion-based 2-D DOA estimation algorithm

Python code and data for "Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging"

This project aims to realize the tensor completion algorithms via tensor ring decomposition.

Python code for "Deep Unfolding Tensor Rank Minimization with Generalized Detail Injection for Pansharpening"

My graduate research on low-rank matrix and tensor completion, and maximum volume algorithms for finding dominant submatrices.

T-product factorization based method for matrix and tensor completion problems

Low-rank tensor recovery via non-convex regularization, structured factorization and spatio-temporal characteristics

Nonconvex Optimization for Third Order Tensor Completion Under Wavelet Transform

Implements the code from the publication A distributed proximal gradient descent methods for tensor completion

Tensor Factorization Based Method for Tensor Completion with Spatio-Temporal Characterization

This repository aims to design the coded apertures for rolling shutter video. The reconstruction is performed using the captured compressive projection using two methods, interpolation, and tensor compleition.